Gold nanoparticles are functionalized as a nanoprobe with cresyl violet and porphyrin via hyaluronic acid. The nanoprobe becomes highly fluorescent in the presence of hyaluronidase or under ultraviolet irradiation, and can be used to target cancer cells via the overexpressed CD44 receptor for fluorescence imaging and phototherapy.